Template-Based Named Entity Recognition Using BART

3 June 2021

Leyang Cui

Yue Zhang

Papers citing "Template-Based Named Entity Recognition Using BART"

46 / 146 papers shown

Title
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition Linyi Yang Lifan Yuan Leyang Cui Wen Gao Yue Zhang 45 15 0 24 Aug 2022
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes Bin Ji Shasha Li Shaoduo Gan Jie Yu Jun Ma Huijun Liu 21 32 0 17 Aug 2022
Probing via Prompting Jiaoda Li Ryan Cotterell Mrinmaya Sachan 37 13 0 04 Jul 2022
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 170 335 0 25 May 2022
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition Zihan Wang Kewen Zhao Zilong Wang Jingbo Shang 46 6 0 24 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 59 345 0 13 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction Xiao Liu Heyan Huang Ge Shi Bo Wang 31 100 0 12 May 2022
Decomposed Meta-Learning for Few-Shot Named Entity Recognition Tingting Ma Huiqiang Jiang Qianhui Wu Tiejun Zhao Chin-Yew Lin 43 58 0 12 Apr 2022
Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling Nuo Chen Linjun Shou Ming Gong Jian Pei Daxin Jiang 27 10 0 11 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language Models Xiaozhuan Liang Ningyu Zhang Shuyang Cheng Zhenru Zhang Chuanqi Tan Huajun Chen VLM ALM VPVLM 47 9 0 09 Apr 2022
Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging Yutai Hou Cheng Chen Xianzhen Luo Bo-wen Li Wanxiang Che BDL 24 21 0 02 Apr 2022
Position-based Prompting for Health Outcome Generation Micheal Abaho Danushka Bollegala P. Williamson S. Dodd 12 9 0 30 Mar 2022
Few-shot Named Entity Recognition with Self-describing Networks Jiawei Chen Qing Liu Hongyu Lin Xianpei Han Le Sun 36 44 0 23 Mar 2022
How Many Data Samples is an Additional Instruction Worth? Ravsehaj Singh Puri Swaroop Mishra Mihir Parmar Chitta Baral 25 17 0 17 Mar 2022
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction Yew Ken Chia Lidong Bing Soujanya Poria Luo Si 26 102 0 17 Mar 2022
Label Semantics for Few Shot Named Entity Recognition Jie Ma Miguel Ballesteros Srikanth Doss Kadarundalagi Raghuram Doss Rishita Anubhai S. Mallya Yaser Al-Onaizan Dan Roth 21 66 0 16 Mar 2022
HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing Sonish Sivarajkumar Yanshan Wang VLM LM&MA 39 54 0 09 Mar 2022
InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER Liwen Wang Rumei Li Yang Yan Yuanmeng Yan Sirui Wang Wei Wu Weiran Xu 27 51 0 08 Mar 2022
QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition Andy T. Liu Wei Xiao Henghui Zhu Dejiao Zhang Shang-Wen Li Andrew O. Arnold 14 26 0 03 Mar 2022
Do Prompts Solve NLP Tasks Using Natural Language? Sen Yang Yunchen Zhang Leyang Cui Yue Zhang LRM 40 4 0 02 Mar 2022
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction Yubo Ma Zehao Wang Yixin Cao Mukai Li Meiqi Chen Kunze Wang Jing Shao 40 131 0 24 Feb 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP Yulong Chen Yang Liu Li Dong Shuohang Wang Chenguang Zhu Michael Zeng Yue Zhang VLM 27 45 0 10 Feb 2022
Zero-Shot Aspect-Based Sentiment Analysis Lei Shu Hu Xu Bing-Quan Liu Jiahua Chen 30 14 0 04 Feb 2022
Ontology-enhanced Prompt-tuning for Few-shot Learning Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Zhiyu Li Xi Chen Huajun Chen 127 62 0 27 Jan 2022
A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking Yuting Yang Wenqiang Lei Pei Huang Juan Cao Jintao Li Tat-Seng Chua 33 14 0 15 Jan 2022
Eliciting Knowledge from Pretrained Language Models for Prototypical Prompt Verbalizer Yinyi Wei Tong Mo Yong-jia Jiang Weiping Li Wen Zhao VLM 37 15 0 14 Jan 2022
DeepKE: A Deep Learning Based Knowledge Extraction Toolkit for Knowledge Base Population Ningyu Zhang Xin Xu Li Tao Haiyang Yu Hongbin Ye ... Qiang Chen Zhiyu Li Fei Huang Guozhou Zheng Huajun Chen VLM HAI 35 42 0 10 Jan 2022
Simple Questions Generate Named Entity Recognition Datasets Hyunjae Kim J. Yoo Seunghyun Yoon Jinhyuk Lee Jaewoo Kang 38 7 0 16 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 31 6 0 10 Dec 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 83 1,039 0 01 Nov 2021
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER Dong-Ho Lee Akshen Kadakia Kangmin Tan Mahak Agarwal Xinyu Feng Takashi Shibuya Ryosuke Mitani Toshiyuki Sekiya Jay Pujara Xiang Ren 48 84 0 16 Oct 2021
mLUKE: The Power of Entity Representations in Multilingual Pretrained Language Models Ryokan Ri Ikuya Yamada Yoshimasa Tsuruoka 31 30 0 15 Oct 2021
Plug-Tagger: A Pluggable Sequence Labeling Framework Using Language Models Xin Zhou Ruotian Ma Tao Gui Y. Tan Qi Zhang Xuanjing Huang VLM 18 5 0 14 Oct 2021
Template-free Prompt Tuning for Few-shot NER Ruotian Ma Xin Zhou Tao Gui Y. Tan Linyang Li Qi Zhang Xuanjing Huang VLM 155 178 0 28 Sep 2021
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling Peiyi Wang Runxin Xu Tianyu Liu Qingyu Zhou Yunbo Cao Baobao Chang Zhifang Sui 35 58 0 27 Sep 2021
Paradigm Shift in Natural Language Processing Tianxiang Sun Xiangyang Liu Xipeng Qiu Xuanjing Huang 126 82 0 26 Sep 2021
Reframing Instructional Prompts to GPTk's Language Swaroop Mishra Daniel Khashabi Chitta Baral Yejin Choi Hannaneh Hajishirzi 36 214 0 16 Sep 2021
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning Sarkar Snigdha Sarathi Das Arzoo Katiyar R. Passonneau Rui Zhang 40 141 0 15 Sep 2021
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction Dong-Ho Lee Ravi Kiran Selvam Sheikh Muhammad Sarwar Bill Yuchen Lin Fred Morstatter Jay Pujara Elizabeth Boschee James Allan Xiang Ren 41 2 0 10 Sep 2021
NSP-BERT: A Prompt-based Few-Shot Learner Through an Original Pre-training Task--Next Sentence Prediction Yi Sun Yu Zheng Chao Hao Hangping Qiu VLM 41 37 0 08 Sep 2021
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting Xiang Chen Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen Ningyu Zhang VLM 42 65 0 31 Aug 2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing Pengfei Liu Weizhe Yuan Jinlan Fu Zhengbao Jiang Hiroaki Hayashi Graham Neubig VLM SyDa 79 3,858 0 28 Jul 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,930 0 31 Dec 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,591 0 21 Jan 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 456 2,592 0 03 Sep 2019
Design Challenges and Misconceptions in Neural Sequence Labeling Jie Yang Shuailong Liang Yue Zhang 120 161 0 12 Jun 2018